commit e91fd989ec82d0d46a6a26aef34942bef2e1a634 Author: ModelHub XC Date: Sun Jun 28 14:22:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/MFANNv0.7-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..0a7737e --- /dev/null +++ b/.gitattributes @@ -0,0 +1,58 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +imatrix.dat filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +MFANNv0.7.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/MFANNv0.7.i1-IQ1_M.gguf b/MFANNv0.7.i1-IQ1_M.gguf new file mode 100644 index 0000000..73f85a8 --- /dev/null +++ b/MFANNv0.7.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0af750d97094114c4e1c5fa9318e050c75fecc2c71dd0802cf67a06249e56c6 +size 2161972512 diff --git a/MFANNv0.7.i1-IQ1_S.gguf b/MFANNv0.7.i1-IQ1_S.gguf new file mode 100644 index 0000000..ffc2fab --- /dev/null +++ b/MFANNv0.7.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc45ab89ab447b28f28679769e646582c524adcef39d5c06cf5f50c4a18e3abe +size 2019628320 diff --git a/MFANNv0.7.i1-IQ2_M.gguf b/MFANNv0.7.i1-IQ2_M.gguf new file mode 100644 index 0000000..c90e692 --- /dev/null +++ b/MFANNv0.7.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ea006cf52e1921c0c6939e7d62d08fa67c0cf726df3451f0f477462d3b5f681 +size 2948281632 diff --git a/MFANNv0.7.i1-IQ2_S.gguf b/MFANNv0.7.i1-IQ2_S.gguf new file mode 100644 index 0000000..774f963 --- /dev/null +++ b/MFANNv0.7.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16c162687d312ab66956a940a99f0cb21dfbb07beea2f7051db5d2ef6fadb9e0 +size 2758489376 diff --git a/MFANNv0.7.i1-IQ2_XS.gguf b/MFANNv0.7.i1-IQ2_XS.gguf new file mode 100644 index 0000000..57b69df --- /dev/null +++ b/MFANNv0.7.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8027d74ddbcbcc16788d77f1e524f03c84c2b3f702e7357ab5abe3ba980896ca +size 2605782304 diff --git a/MFANNv0.7.i1-IQ2_XXS.gguf b/MFANNv0.7.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..b5a65be --- /dev/null +++ b/MFANNv0.7.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:326fa7c16285c868077f0ccc13437c94afe905f20a230c84ab0c717d07f91a31 +size 2399212832 diff --git a/MFANNv0.7.i1-IQ3_M.gguf b/MFANNv0.7.i1-IQ3_M.gguf new file mode 100644 index 0000000..0288621 --- /dev/null +++ b/MFANNv0.7.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eee283926a4f3ed9d24e709f0a0f87c79cad1b16dd76f02a303a8f69de9209bb +size 3784824096 diff --git a/MFANNv0.7.i1-IQ3_S.gguf b/MFANNv0.7.i1-IQ3_S.gguf new file mode 100644 index 0000000..8372161 --- /dev/null +++ b/MFANNv0.7.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae5be14964d71e314136edc473198f1538801cc9b91360bd21d32d84a1212961 +size 3682325792 diff --git a/MFANNv0.7.i1-IQ3_XS.gguf b/MFANNv0.7.i1-IQ3_XS.gguf new file mode 100644 index 0000000..bc208b2 --- /dev/null +++ b/MFANNv0.7.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32332643a6b27c54da32685acdfcc530a4136435806e6fc8daac60e28334ceaf +size 3518747936 diff --git a/MFANNv0.7.i1-IQ3_XXS.gguf b/MFANNv0.7.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..abba51e --- /dev/null +++ b/MFANNv0.7.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0fcb703074c528fb370d161d7a8634c9e9e1f58f446cf64da47a385a0667709 +size 3274913056 diff --git a/MFANNv0.7.i1-IQ4_XS.gguf b/MFANNv0.7.i1-IQ4_XS.gguf new file mode 100644 index 0000000..dc9bb8e --- /dev/null +++ b/MFANNv0.7.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b26c5f81f8f248106cf36653a8a1bbf9f2e44788b03ea3ae149f4df5168f53b7 +size 4447663392 diff --git a/MFANNv0.7.i1-Q2_K.gguf b/MFANNv0.7.i1-Q2_K.gguf new file mode 100644 index 0000000..3460096 --- /dev/null +++ b/MFANNv0.7.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a5223bc7dd2a5245d5610bf79485662bddfc422d1708a55860a263a242cef1c +size 3179132192 diff --git a/MFANNv0.7.i1-Q2_K_S.gguf b/MFANNv0.7.i1-Q2_K_S.gguf new file mode 100644 index 0000000..c28f0c7 --- /dev/null +++ b/MFANNv0.7.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:34da53eba3e88dd2bfe0f267c3de8af87273cd2bd36eb4b016d9513875cb65f1 +size 2988815648 diff --git a/MFANNv0.7.i1-Q3_K_L.gguf b/MFANNv0.7.i1-Q3_K_L.gguf new file mode 100644 index 0000000..9bd0f67 --- /dev/null +++ b/MFANNv0.7.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41b6e4252ae315d68e3ecfc7636e9aa958fa7e3100b27d13e1c19894d40d53d6 +size 4321957152 diff --git a/MFANNv0.7.i1-Q3_K_M.gguf b/MFANNv0.7.i1-Q3_K_M.gguf new file mode 100644 index 0000000..f6e84fd --- /dev/null +++ b/MFANNv0.7.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2cec5710408dff6c53ebe9e3e970899a1f89e053c281cfcfd48ecbe9f1ba2f6 +size 4018918688 diff --git a/MFANNv0.7.i1-Q3_K_S.gguf b/MFANNv0.7.i1-Q3_K_S.gguf new file mode 100644 index 0000000..11b92db --- /dev/null +++ b/MFANNv0.7.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7ad8494c2dfa279ef641837fbb38e4ff3ebcf2f51b03f32099e9843f9187a2d +size 3664500000 diff --git a/MFANNv0.7.i1-Q4_0.gguf b/MFANNv0.7.i1-Q4_0.gguf new file mode 100644 index 0000000..43106d7 --- /dev/null +++ b/MFANNv0.7.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4728347e63b06d038813fd14fb7901a4feb8168bc1d0f702539e4b6b6c9752d6 +size 4675892512 diff --git a/MFANNv0.7.i1-Q4_K_M.gguf b/MFANNv0.7.i1-Q4_K_M.gguf new file mode 100644 index 0000000..e236f8c --- /dev/null +++ b/MFANNv0.7.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9373dc03a3d85ab4ddd06d17a03a359a6c31500145864ed39ef98fdf7b1a449a +size 4920735008 diff --git a/MFANNv0.7.i1-Q4_K_S.gguf b/MFANNv0.7.i1-Q4_K_S.gguf new file mode 100644 index 0000000..c99191e --- /dev/null +++ b/MFANNv0.7.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c7bcf22e28cb00cca6e70e0eb63616db70d04ccb08223c1d340c26a159c806e +size 4692669728 diff --git a/MFANNv0.7.i1-Q5_K_M.gguf b/MFANNv0.7.i1-Q5_K_M.gguf new file mode 100644 index 0000000..2fb0bc5 --- /dev/null +++ b/MFANNv0.7.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25001acacf66bcd9781e9662a7bd7c584d31c6e75e441d4c8490ebc43d9d06d5 +size 5732988192 diff --git a/MFANNv0.7.i1-Q5_K_S.gguf b/MFANNv0.7.i1-Q5_K_S.gguf new file mode 100644 index 0000000..1ce1bc1 --- /dev/null +++ b/MFANNv0.7.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18f13489f39eb2af6d2c9a80703ed9f86416a15d9af67b1cf4635dcb74c7ceff +size 5599294752 diff --git a/MFANNv0.7.i1-Q6_K.gguf b/MFANNv0.7.i1-Q6_K.gguf new file mode 100644 index 0000000..8337d1d --- /dev/null +++ b/MFANNv0.7.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fe0b24aec546355786f53482046a9f42ce2671d8b1841e957d8a4d1db57fc50 +size 6596007200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..7134eeb --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: netcat420/MFANNv0.7 +datasets: +- netcat420/MFANN +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/netcat420/MFANNv0.7 + + +static quants are available at https://huggingface.co/mradermacher/MFANNv0.7-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ1_S.gguf) | i1-IQ1_S | 2.1 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ1_M.gguf) | i1-IQ1_M | 2.3 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ2_S.gguf) | i1-IQ2_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ2_M.gguf) | i1-IQ2_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q2_K_S.gguf) | i1-Q2_K_S | 3.1 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q2_K.gguf) | i1-Q2_K | 3.3 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.8 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ3_S.gguf) | i1-IQ3_S | 3.8 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ3_M.gguf) | i1-IQ3_M | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q3_K_M.gguf) | i1-Q3_K_M | 4.1 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q4_0.gguf) | i1-Q4_0 | 4.8 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.8 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q4_K_M.gguf) | i1-Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/MFANNv0.7-i1-GGUF/resolve/main/MFANNv0.7.i1-Q6_K.gguf) | i1-Q6_K | 6.7 | practically like static Q6_K | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..ebb6b6c --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5707f7be2d302f416f5c2c3ea2833c49818bfad54644dbc797cd9e63b59d03a5 +size 4988157